Marktechpost

OCTOBER 20, 2024

Don’t Forget to join our 50k+ ML SubReddit. Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post This AI Research from Cohere for AI Compares Merging vs Data Mixing as a Recipe for Building High-Performant Aligned LLMs appeared first on MarkTechPost.

AI Research 113

AI Research AI Researcher Inference Engine Large Language Models 113

Marktechpost

OCTOBER 25, 2024

The Georgia Institute of Technology and Salesforce AI Research researchers introduce a new framework for evaluating RAG systems based on a metric called “sub-question coverage.” Don’t Forget to join our 55k+ ML SubReddit. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup.

AI Research 107

AI Research AI Researcher Categorization Inference Engine 107

Marktechpost

OCTOBER 16, 2024

Don’t Forget to join our 50k+ ML SubReddit. Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google AI Researchers Introduced a Set of New Methods for Enhancing Long-Context LLM Performance in Retrieval-Augmented Generation appeared first on MarkTechPost.

LLM 107

LLM AI Research AI Researcher Inference Engine 107

Marktechpost

OCTOBER 26, 2024

Don’t Forget to join our 55k+ ML SubReddit. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup. If you like our work, you will love our newsletter.

AI Research 105

AI Research AI Researcher Data Scarcity Inference Engine 105

Marktechpost

DECEMBER 23, 2023

The team has shared that PowerInfer is a GPU-CPU hybrid inference engine that makes use of this understanding. All credit for this research goes to the researchers of this project. It preloads cold-activated neurons onto the CPU for computation and hot-activated neurons onto the GPU for instant access.

Large Language Models 139

Large Language Models Machine Learning LLM Natural Language Processing 139

Marktechpost

OCTOBER 20, 2024

Researchers from Meta Fundamental AI Research (FAIR) have introduced the Open Materials 2024 (OMat24) dataset, which contains over 110 million DFT calculations, making it one of the largest publicly available datasets in this domain. Don’t Forget to join our 50k+ ML SubReddit.

Neural Network 111

Neural Network Inference Engine AI AI 111

Marktechpost

OCTOBER 18, 2024

Researchers in AI are working to enable these models to perform not just language understanding but also complex reasoning tasks like problem-solving in mathematics, logic, and general knowledge. In response to these limitations, researchers from Salesforce AI Research introduced a novel method called ReGenesis.

Large Language Models 111

Large Language Models Inference Engine AI AI 111

Marktechpost

OCTOBER 25, 2024

A major challenge in AI research is how to develop models that can balance fast, intuitive reasoning with slower, more detailed reasoning in an efficient way. In AI models, this dichotomy between the two systems mostly presents itself as a trade-off between computational efficiency and accuracy.

Auto-complete 110

Auto-complete Inference Engine AI AI 110

Marktechpost

OCTOBER 21, 2024

Large Language Models (LLMs) have gained significant attention in AI research due to their impressive capabilities. Don’t Forget to join our 50k+ ML SubReddit. However, their limitation lies with long-term planning and complex problem-solving. If you like our work, you will love our newsletter.

Neural Network 102

Neural Network Inference Engine Large Language Models Algorithm 102

Marktechpost

JUNE 19, 2023

Model size and inference workloads have grown dramatically as large diffusion models for image production have become more commonplace. Due to resource limitations, optimizing performance for on-device ML inference in mobile contexts is a delicate balancing act. Check Out The Paper and Google AI Article.

Inference Engine 97

Inference Engine ML AI Tools Deep Learning 97

Marktechpost

OCTOBER 21, 2024

This research field is evolving rapidly as AI researchers explore new methods to enhance LLMs’ capabilities in handling advanced reasoning tasks, particularly in mathematics. Don’t Forget to join our 50k+ ML SubReddit. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup.

Large Language Models 110

Large Language Models Inference Engine AI AI 110

Marktechpost

OCTOBER 18, 2024

The lack of effective evaluation methods poses a serious problem for AI research and development. Current evaluation frameworks, such as LLM-as-a-Judge, which uses large language models to judge outputs from other AI systems, must account for the entire task-solving process. Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 107

Large Language Models LLM AI Development AI Developer 107

Marktechpost

JUNE 8, 2023

A regular expression inference engine that effectively converts regular expressions to finite automata has been designed and implemented. Researchers have achieved competitive GPU utilization and runtimes (seconds) using both shortest path and randomized graph traversals. Check Out The Paper , Github , and CMU Article.

Large Language Models 107

Large Language Models LLM Inference Engine AI 107

Marktechpost

OCTOBER 21, 2024

A team of researchers from Microsoft Responsible AI Research and Johns Hopkins University proposed Controllable Safety Alignment (CoSA) , a framework for efficient inference-time adaptation to diverse safety requirements. Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 103

Large Language Models Inference Engine LLM AI 103

Marktechpost

OCTOBER 21, 2024

Artificial intelligence (AI) and machine learning (ML) revolve around building models capable of learning from data to perform tasks like language processing, image recognition, and making predictions. A significant aspect of AI research focuses on neural networks, particularly transformers.

Machine Learning 60

Machine Learning Neural Network Natural Language Processing Inference Engine 60

Marktechpost

SEPTEMBER 1, 2023

By leveraging DeciCoder alongside Infery LLM, a dedicated inference engine, users unlock the power of significantly higher throughput – a staggering 3.5 link] Overall, DeciCoder is more than just a model; it’s a realization of AI efficiency’s potential. The implications of this development are profound.

Large Language Models 114

Large Language Models Inference Engine LLM Automation 114

Marktechpost

OCTOBER 18, 2024

Meta Lingua’s importance lies in its ability to simplify the experimentation process for NLP researchers. In an era where large language models are at the forefront of AI research, having access to a robust yet simple-to-use tool can make all the difference. Don’t Forget to join our 50k+ ML SubReddit.

LLM 111

LLM NLP Inference Engine Large Language Models 111

Marktechpost

AUGUST 25, 2023

By leveraging DeciCoder alongside Infery LLM, a dedicated inference engine, users unlock the power of significantly higher throughput – a staggering 3.5 link] Overall, DeciCoder is more than just a model; it’s a realization of AI efficiency’s potential. The implications of this development are profound.

Large Language Models 98

Large Language Models Inference Engine LLM Automation 98

Marktechpost

OCTOBER 24, 2024

Meta AI’s effort to push the boundaries of efficient AI modeling highlights the growing emphasis on sustainable, inclusive AI development—a trend that is sure to shape the future of AI research and application. All credit for this research goes to the researchers of this project.

Large Language Models 117

Large Language Models NLP Natural Language Processing Inference Engine 117

AI Impacts

OCTOBER 28, 2024

This kind of work is relatively accessible, not requiring insider access to unpublished frontier models, specialized ML experience, or extensive resources. CN’s comments I really enjoyed the entry from an ML perspective and also thought it was very easy to read.

Automation 162

Automation Explainability AI AI 162